Imbalanced Regression on NYUD2-DIR Many-shot 1.0
0.589RMSEVIR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VIRweighting=SQINV2023.06 | 0.589 | 0.06 | 78.1 | 96.6 | 99.3 | |
| VANILLAweighting=SQINV2023.06 | 0.591 | 0.066 | 77.7 | 95.6 | 99 | |
| INFER NOISEweighting=SQINV2023.06 | 0.594 | 0.069 | 76.8 | 94.9 | 98.3 | |
| DEEP ENSEMBLEweighting=SQINV2023.06 | 0.595 | 0.067 | 78.2 | 96.1 | 99.3 | |
| VAEweighting=SQINV2023.06 | 0.596 | 0.062 | 77.4 | 95.1 | 98.2 | |
| DERweighting=SQINV2023.06 | 0.615 | 0.089 | 64.7 | 90.4 | 97.4 | |
| FDSweighting=SQINV2023.06 | 0.615 | 0.069 | 76 | 95.2 | 98.9 | |
| LDS + FDSweighting=SQINV2023.06 | 0.67 | 0.074 | 73 | 93.9 | 98.4 | |
| LDSweighting=SQINV2023.06 | 0.671 | 0.079 | 70.1 | 93.2 | 98.4 | |
| LDS + FDS + DERweighting=SQINV2023.06 | 0.703 | 0.081 | 67.7 | 91.2 | 97.6 |